Transport Accessibility of Urban Districts in Megapolis: Insights from Moscow

Tatiana Petrova, Andrey Grunin
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Abstract

(1) Background: As global urbanization accelerates, effective mobility in metropolitan areas becomes crucial. City transportation systems, often congested, have diverse transit modes and numerous access points. Our study focuses on the transportation accessibility of the various districts within Moscow, a city with a population of over 12 million and covering approximately 900 square kilometers. (2) Methods: The city was divided into 2 km-by-2 km squares, and we used both personal and public transportation data. This allowed us to analyze spatiotemporal mobility patterns, calculating travel times and distances between these defined centroids. Our assessment not only considered transportation to key hubs, such as major train stations, airports, and the city center, but also weighed the integral interconnectedness of individual districts. Various time frames, including morning and evening peak hours and quieter weekend periods, were used. (3) Results: The study pinpointed the most and least convenient districts for various transit options across the city. Our findings underscore the intricacies of daily commuting patterns in Moscow, highlighting bottlenecks and areas for potential infrastructure enhancement. (4) Conclusions: Using Moscow’s case, we demonstrated the methodology to better understand and improve strategic urban planning and intelligent mobility solutions, aiming to bolster transportation accessibility.
大都市区的交通可达性:莫斯科的启示
(1) 背景:随着全球城市化进程的加快,大都市地区的有效交通变得至关重要。城市交通系统通常比较拥堵,有多种交通方式和众多出入口。莫斯科人口超过 1200 万,面积约 900 平方公里,我们的研究重点是莫斯科各区的交通可达性。(2) 方法:城市被划分为 2 平方公里乘 2 平方公里的区域,我们同时使用了个人和公共交通数据。这样,我们就可以分析时空流动模式,计算这些确定的中心点之间的旅行时间和距离。我们的评估不仅考虑了通往主要枢纽(如主要火车站、机场和市中心)的交通,还权衡了各个区之间的整体相互联系。我们采用了不同的时间段,包括早晚高峰时段和较为安静的周末时段。(3) 结果:研究确定了全市各种公交选择最方便和最不方便的地区。我们的研究结果强调了莫斯科错综复杂的日常通勤模式,突出了瓶颈问题和潜在的基础设施改进领域。(4) 结论:通过莫斯科的案例,我们展示了更好地理解和改进战略性城市规划和智能交通解决方案的方法,旨在提高交通的便利性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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